Architectures

A Drop-In Solution for On-the-Fly Adaptation of Speculative Decoding in Large Language Models ACL 2025 Advacheck at GenAI Detection Task 1: AI Detection Powered by Domain-Aware Multi-Tasking COLING 2025 Advancing Chart Question Answering with Robust Chart Component Recognition WACV 2025 Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion IJCAI 2025 Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations ICML 2025 Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding ACL 2025 Advancing Graph Generation through Beta Diffusion ICLR 2025 Advancing Out-of-Distribution Detection via Local Neuroplasticity ICLR 2025 Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers CVPR 2025 Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 Advancing Visual Large Language Model for Multi-granular Versatile Perception ICCV 2025 Adventurer: Optimizing Vision Mamba Architecture Designs for Efficiency CVPR 2025 Adversarial Attention Perturbations for Large Object Detection Transformers ICCV 2025 Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025 Adversarial Contrastive Graph Masked AutoEncoder Against Graph Structure and Feature Dual Attacks AAAI 2025 Adversarial Learning Based Knowledge Distillation on 3D Point Clouds WACV 2025 Adversarial Perturbations Are Formed by Iteratively Learning Linear Combinations of the Right Singular Vectors of the Adversarial Jacobian ICML 2025 Adversarial Robust Generalization of Graph Neural Networks ICML 2025 Adversarial Robustness via Deformable Convolution with Stochasticity ICML 2025 Adversarial Training Can Provably Improve Robustness: Theoretical Analysis of Feature Learning Process Under Structured Data ICLR 2025 Adversarial Training in High-Dimensional Regression: Generated Data and Neural Networks AISTATS 2025 A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting IJCAI 2025 AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports ACL 2025 AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes AAAI 2025